Selected work & ongoing projects
Tools, protocols, and experiments across AI security and everyday software. Some are public; others are still taking shape.
An auditor for local AI agent deployments. Maps trust chains and credential scopes to help identify shared identities, broad permissions, and impersonation risks.
A project by Jeremy McHugh · Omnia Innovations
View sourceA public shopping environment for evaluating AI shopping agents and agentic browsers, including how they respond to untrusted content.
A project by Jeremy McHugh · Omnia Innovations
Visit environmentAn email client that groups messages by company, isolates unverified senders, and offers focused catch-up and unsubscribe workflows.
A project by Jeremy McHugh · Omnia Innovations
Visit websiteA directory for discovering practical AI use cases, comparing products, and keeping track of the tools and options available.
A project by Jeremy McHugh
Explore the directoryA proposed protocol for agents to identify themselves across HTTP, gRPC, WebSocket, and MCP, supporting traffic management and interoperability.
A project by Jeremy McHugh · Omnia Innovations
View proposalResearch into cyber defenses for robotic and autonomous systems, including drones. Exploring how software security can support counter-autonomy applications.
A project by Jeremy McHugh · Omnia Innovations
Work in progressA browser extension concept for authorized penetration testing, bringing AI assistance into security assessment workflows.
A project by Jeremy McHugh · Omnia Innovations
Work in progressAn IDE extension concept that brings reverse engineering and debugging tools into a shared workspace for security research.
A project by Jeremy McHugh · Omnia Innovations
Work in progressA food discovery application exploring how dietary preferences, nutritional needs, and local availability can inform meal recommendations.
A project by Jeremy McHugh · Omnia Innovations
Work in progressA tool for turning security research and reporting into useful threat intelligence for practitioners.
A project by Jeremy McHugh · Omnia Innovations
Work in progressI’m always open to exchanging ideas with other researchers and builders.
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